He had always dreamt of this. A restaurant, a star, recognition. Now Chef Bruno stared at the review. The critic had called his food "pretentious fluff". He felt a red hot poker of shame in the center of his chest. He stood perfectly still, then let out a sharp, involuntary yelp.

He retreated into the cool room, away from the heat and the sounds of the bustling service. He needed to be alone. He began to bite at the skin around his nails. It tasted of nothing. He squeezed his eyes shut and rubbed them, hard.

He moved quickly, then, pacing the tiny room, his hands clasped behind his back, as if attempting to contain an explosion. He felt trapped. He felt exposed. He felt everything.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359